@article{stefanski_wu_white_2014, title={Variable Selection in Nonparametric Classification Via Measurement Error Model Selection Likelihoods}, volume={109}, ISSN={["1537-274X"]}, DOI={10.1080/01621459.2013.858630}, abstractNote={Using the relationships among ridge regression, LASSO estimation, and measurement error attenuation as motivation, a new measurement-error-model-based approach to variable selection is developed. After describing the approach in the familiar context of linear regression, we apply it to the problem of variable selection in nonparametric classification, resulting in a new kernel-based classifier with LASSO-like shrinkage and variable-selection properties. Finite-sample performance of the new classification method is studied via simulation and real data examples, and consistency of the method is studied theoretically. Supplementary materials for the article are available online.}, number={506}, journal={JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION}, author={Stefanski, L. A. and Wu, Yichao and White, Kyle}, year={2014}, month={Jun}, pages={574–589} } @article{wu_raman_mohanty_madala_2002, title={Sensitivity of monsoon circulation and precipitation over India to model horizontal resolution and orographic effects}, volume={9}, ISSN={["1350-4827"]}, DOI={10.1017/S1350482702003080}, abstractNote={Abstract}, number={3}, journal={METEOROLOGICAL APPLICATIONS}, author={Wu, YH and Raman, S and Mohanty, UC and Madala, RV}, year={2002}, month={Sep}, pages={345–356} } @article{lucovsky_wu_niimi_yang_keister_rowe_2000, title={Separate and independent reductions in direct tunneling in oxide/nitride stacks with monolayer interface nitridation associated with the (i) interface nitridation and (ii) increased physical thickness}, volume={18}, ISSN={["0734-2101"]}, DOI={10.1116/1.582318}, abstractNote={Direct tunneling limits aggressive scaling of thermally grown oxides to about 1.6 nm, a thickness at which the tunneling current density Jg at 1 V is ∼1 A/cm2. This article demonstrates that stacked gate dielectrics prepared by remote plasma processing and including (i) ultrathin nitrided SiO2 interfacial layers and (ii) either silicon nitride or oxynitride bulk dielectrics can extend the equivalent oxide thickness to 1.1–1.0 nm before Jg exceeds 1 A/cm2. Significant reductions in direct tunneling are derived from (i) interface nitridation at the monolayer level and (ii) the increased physical thickness of the nitride or oxynitride alloy layers. The “portability” of the interface contribution is demonstrated by combining the nitrided SiO2 interface layers with transition-metal oxides, e.g., Ta2O5, in stacked gate dielectric structures and obtaining essentially the same reductions in tunneling current on n- and p-type substrates with respect to non-nitrided plasma-grown interface layers.}, number={4}, journal={JOURNAL OF VACUUM SCIENCE & TECHNOLOGY A}, author={Lucovsky, G and Wu, Y and Niimi, H and Yang, H and Keister, J and Rowe, JE}, year={2000}, pages={1163–1168} } @article{wu_raman_mohanty_1999, title={Numerical investigation of the Somali jet interaction with the Western Ghat Mountains}, volume={154}, DOI={10.1007/s000240050234}, number={2}, journal={Pure and Applied Geophysics}, author={Wu, Y. H. and Raman, S. and Mohanty, U. C.}, year={1999}, pages={365–396} } @article{wu_raman_1998, title={The summertime great plains low level jet and the effect of its origin on moisture transport}, volume={88}, ISSN={["0006-8314"]}, DOI={10.1023/A:1001518302649}, number={3}, journal={BOUNDARY-LAYER METEOROLOGY}, author={Wu, YH and Raman, S}, year={1998}, month={Sep}, pages={445–466} } @article{perry_wu_sanders_garrett_decoteau_nagata_dufault_batal_granberry_mclaurin_1997, title={Heat units to predict tomato harvest in the southeast USA}, volume={84}, ISSN={["0168-1923"]}, DOI={10.1016/S0168-1923(96)02361-1}, abstractNote={Abstract Planting and first harvest dates of tomato ( Lycopersicon esculentum Mill.) from 2 seasons in 3 years at eight locations in Georgia, North Carolina and South Carolina formed 38 environments which were used to determine the most reliable method to predict fast harvest date of tomato based on daily maximum and minimum air temperature. Eleven methods of calculating heat units were chosen for comparison based on their performance as described in the literature. The most reliable method was defined as the one with the smallest coefficient of variation (CV). CVs were calculated for each method over both seasons and locations, for each season over all locations, each location over all seasons, and for each season at each location. All heat unit summation methods had smaller coefficients of variation (CV) than the standard method of counting days from planting to first harvest. Heat unit summation methods improved harvest date prediction accuracy compared with the counting day method for tomatoes in the South Atlantic Coast (SAC) region. Prediction using location/season specific models were less variable than the models over all seasons and locations. Incorporating daylength improved model prediction accuracy when applied over all locations and seasons, all locations by season, and all seasons by location. Based on the results of this study, the heat unit summation technique recommended for this region (where the location and season specific models are not available) is the reduced ceiling method multiplied by daylength.}, number={3-4}, journal={AGRICULTURAL AND FOREST METEOROLOGY}, author={Perry, KB and Wu, YH and Sanders, DC and Garrett, JT and Decoteau, DR and Nagata, RT and Dufault, RJ and Batal, KD and Granberry, DM and Mclaurin, WJ}, year={1997}, month={Apr}, pages={249–254} }